Multi-agent reinforcement learning

Transfer reinforcement learning

Imitation learning

Complex system design

Sequential decision making problem

승강로 설치 작업 자동화 장비 개발 (Development of Automation Equipment for Elevator Hoistway Installation), participating researcher, Korea Evaluation Institute of Industrial Technology, Apr. 2023 - Present

자율 에이전트들의 협력적인 행동 유도를 위한 멀티에이전트 강화학습 환경 설계 (Designing multi-agent reinforcement learning environments to guide cooperative behaviors of autonomous agents), principal investigator, National Research Foundation of Korea (NRF), Sep. 2022 - Feb. 2024

LG-UofT AI Research project, participating researcher, LG Science Park, Mar. 2020 - Feb. 2022

Decision Models in Behavioral Operations Research, participating researcher, National Research Foundation of Korea (NRF), Sep. 2019 - Fab. 2020

UAS Traffic Management System Design and Construction in Low Altitude, participating researcher, Ministry of Land, Infrastructure and Transport of Korean government, Apr. 2017 - Jul. 2019

Decision making model under future disaster response system, participating researcher, National Research Foundation of Korea (NRF), Jun. 2016 - May 2019

Research and development of modeling and simulating the rescues, the transfer, and the treatment of disaster victims, participating researcher, Ministry of Public Safety and Security, May 2013 - Apr. 2015

Interdependent Disaster Modeling for Critical Infrastructures, participating researcher, Korea National Research Foundation of Korea (NRF), Mar. 2013 - Jul. 2014

Modeling & Simulation for Enhancement of Korea's Pandemic Response Capability, participating researcher, Korea National Research Foundation of Korea (NRF), Mar. 2013 - Aug. 2015